{"id":"W2115194445","doi":"10.1038/nclimate1304","title":"Expansion of oxygen minimum zones may reduce available habitat for tropical pelagic fishes","year":2011,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":565,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Pelagic zone; Oceanography; Overfishing; Tropical Atlantic; Environmental science; Fishery; Habitat; Hypoxia (environmental); Oxygen minimum zone; Marine ecosystem; Habitat destruction; Climate change; Ecosystem; Fishing; Upwelling; Sea surface temperature; Ecology; Biology; Geology; Oxygen; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000282122,0.0001186668,0.0001271068,0.0002830599,0.0005981937,0.0006960833,0.0002886568,0.000399227,0.005876877],"category_scores_gemma":[0.000969909,0.0001543881,0.0002330156,0.0002590777,0.0006801368,0.0006267641,0.0006940915,0.0003329952,0.0001769505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008496253,"about_ca_system_score_gemma":0.0006200582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01375657,"about_ca_topic_score_gemma":0.04260638,"domain_scores_codex":[0.9999321,0.00001245617,0.000004506107,0.00001400281,0.000007260392,0.00002974309],"domain_scores_gemma":[0.9993554,0.00009726645,0.0003040184,0.00003298121,0.00006214513,0.0001482041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001337452,0.000280793,0.8145087,0.0003110874,0.0002098037,0.0007433423,0.001920835,0.005747871,0.1079182,0.01499828,0.004258813,0.04776486],"study_design_scores_gemma":[0.00003598441,0.00009424683,0.9875441,0.00002156699,0.00004370013,0.0001140317,0.001574529,0.001118619,0.001798413,0.002545683,0.005098562,0.00001066485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941307,0.0001456463,0.0005701756,0.0006824526,0.00002161281,0.000004443557,0.00009390988,0.00001547306,0.004335587],"genre_scores_gemma":[0.9989819,0.0001279747,0.0002565601,0.0001335566,0.00001828644,0.000004741597,0.00004851059,0.000004510652,0.0004238722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01375657,"threshold_uncertainty_score":0.02735299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07395139261768038,"score_gpt":0.2875085351461649,"score_spread":0.2135571425284845,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}